Exploratory Machine Learning Methods to Assess a Novel Individualized Lifestyle Intervention on Weight and Body Composition with or Without a Swallowable Intragastric Balloon.

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Title: Exploratory Machine Learning Methods to Assess a Novel Individualized Lifestyle Intervention on Weight and Body Composition with or Without a Swallowable Intragastric Balloon.
Authors: Pagani I; Holyoke Medical Center, Holyoke, United States., Syed M; Holyoke Medical Center, Holyoke, United States., Rajkumar S; Holyoke Medical Center, Holyoke, United States., Bell M; Holyoke Medical Center, Holyoke, United States., Striftis I; Athens Euroclinic, Athens, Greece., Tsechpenakis A; Athens Euroclinic, Athens, Greece., Raftopoulos Y; Holyoke Medical Center, Holyoke, United States. raftopoulos_ioannis@holyokehealth.com.; Athens Euroclinic, Athens, Greece. raftopoulos_ioannis@holyokehealth.com.
Source: Obesity surgery [Obes Surg] 2025 Dec; Vol. 35 (12), pp. 5210-5227. Date of Electronic Publication: 2025 Nov 14.
Publication Type: Journal Article
Journal Info: Publisher: Springer Science + Business Media Country of Publication: United States NLM ID: 9106714 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1708-0428 (Electronic) Linking ISSN: 09608923 NLM ISO Abbreviation: Obes Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Exploratory Machine Learning Methods to Assess a Novel Individualized Lifestyle Intervention on Weight and Body Composition with or Without a Swallowable Intragastric Balloon.
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  Data: <searchLink fieldCode="AU" term="%22Pagani+I%22">Pagani I</searchLink>; Holyoke Medical Center, Holyoke, United States.<br /><searchLink fieldCode="AU" term="%22Syed+M%22">Syed M</searchLink>; Holyoke Medical Center, Holyoke, United States.<br /><searchLink fieldCode="AU" term="%22Rajkumar+S%22">Rajkumar S</searchLink>; Holyoke Medical Center, Holyoke, United States.<br /><searchLink fieldCode="AU" term="%22Bell+M%22">Bell M</searchLink>; Holyoke Medical Center, Holyoke, United States.<br /><searchLink fieldCode="AU" term="%22Striftis+I%22">Striftis I</searchLink>; Athens Euroclinic, Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Tsechpenakis+A%22">Tsechpenakis A</searchLink>; Athens Euroclinic, Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Raftopoulos+Y%22">Raftopoulos Y</searchLink>; Holyoke Medical Center, Holyoke, United States. raftopoulos_ioannis@holyokehealth.com.; Athens Euroclinic, Athens, Greece. raftopoulos_ioannis@holyokehealth.com.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Science+%2B+Business+Media%22">Springer Science + Business Media </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9106714 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1708-0428 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209608923%22">09608923 </searchLink><i>NLM ISO Abbreviation: </i>Obes Surg <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1007/s11695-025-08336-z
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      – Code: eng
        Text: English
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      – TitleFull: Exploratory Machine Learning Methods to Assess a Novel Individualized Lifestyle Intervention on Weight and Body Composition with or Without a Swallowable Intragastric Balloon.
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            NameFull: Pagani I
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            NameFull: Syed M
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            – D: 01
              M: 12
              Text: 2025 Dec
              Type: published
              Y: 2025
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              Value: 35
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              Value: 12
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            – TitleFull: Obesity surgery
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